Global

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Number of Deaths in Different Countries Around the World

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Cases vs. Deaths

Cases vs. Recoveries

Cases vs. Active Cases

United States

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Cases vs. Deaths in each State (with size corresponding to total number of tests)

Cases vs. Recoveries in Each State (with size corresponding to total number of tests)

Cases vs. Active Cases in Each State (with size corresponding to total number of tests)

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Analysis of Deaths vs. Various Statistics

Estimate Std. Error t value Pr(>|t|)
(Intercept) -55.0774536 605.2900855 -0.0909935 0.9278845
Confirmed 0.0091295 0.0054046 1.6892276 0.0978002
Total_Test_Results 0.0012136 0.0002381 5.0971783 0.0000061
POPESTIMATE2019 -0.0002446 0.0002436 -1.0041793 0.3204343
Df Sum Sq Mean Sq F value Pr(>F)
Confirmed 1 1478998225 1478998225 153.514908 0.0000000
Total_Test_Results 1 299283433 299283433 31.064587 0.0000012
POPESTIMATE2019 1 9714929 9714929 1.008376 0.3204343
Residuals 47 452808898 9634232 NA NA

Map of COVID Deaths as a Percentage of Population in Each State

US Counties

The map below shows which counties have the highest number of cases, by the size of the covid particle. Clicking on the particle will tell you the name of the county followed by the total number of cases. This may take some time to load, and if the menu bar at the top of the dashboard disappears, it should still be able to be clicked.

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Cases in Counties across the United States, with Bigger COVID Icons Corresponding to More Cases

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Population vs. Total Number of Deaths in Each County

Analysis of Total Deaths in Each County vs Population and Deaths at Previous National Peaks

Estimate Std. Error t value Pr(>|t|)
(Intercept) 3.0406229 1.0428918 2.915569 0.0035741
Population 0.0003453 0.0000045 76.519512 0.0000000
X4.15.20 -0.1044115 0.0157913 -6.611959 0.0000000
X7.27.20 0.9630802 0.0080389 119.801940 0.0000000
Df Sum Sq Mean Sq F value Pr(>F)
Population 1 274596851 2.745969e+08 83281.24 0
X4.15.20 1 74302395 7.430239e+07 22534.84 0
X7.27.20 1 47323413 4.732341e+07 14352.50 0
Residuals 3336 10999537 3.297223e+03 NA NA

Politics

Unfortunately, the pandemic has become very politiced in the United States, with conservatives tending to be more calavier toward the virus than liberals. Governors in different states have put different levels of restructions in place, often heavily related to their political stances, and this section attempts to determine whether there is a relationship between political leaders’ affiliation and covid cases.

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Total Cases in Each State a Percentage of their Population

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Cases During “First Wave” (from the beginning to June 8th) as a Percentage of Population

Cases During “Second Wave” (from June 9th to September 7th) as a Percentage of Population

Cases During “Third Wave” (from September 8th to present) as a Percentage of Population

Many overall statistics don’t show a distinction between states with Republican and Democratic governors, but when broken down by time, we can see how the situation has changed. Early on, the virus hit states in the northeast hard, many of those with Democratic governors, and drastic actions were taken. In the summer, as states were eager to open back up, many Republican-led states saw their numbers rise. And in the most recent wave, there’s been a more balanced amount of cases between red and blue states.

Race and Ethincity

Unfortunately, COVID-19 disproportionately affects people of minority races and ethnicities, for many reasons, in part because their average fincancial situation makes it less likely that they’ll have health insurance and other important measures. This section takes a factual look at how disproportionate things are across different states. By clicking on the different tabs showing the percentage of cases vs. deaths affecting different races, you can see how often they die from the virus relative to how often they catch it. Blue represents missing data.

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Percentage of Total Cases Affecting Blacks

Percentage of Total Deaths Affecting Blacks

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Percentage of Total Cases Affecting Hispanics

Percentage of Total Deaths Affecting Hispanics

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Percentage of Total Cases Affecting Asians

Percentage of Total Deaths Affecting Asians

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National Totals

National Totals
Race/Ethnicity Percentage of Cases Percentage of Deaths
Black 9.54380080302257 17.9122386668042
Hispanic 15.6769924000978 18.5148669975964
Asian 1.72396251442297 3.28980805313218